Information Management And Machine Intelligence

Download Information Management And Machine Intelligence full books in PDF, epub, and Kindle. Read online Information Management And Machine Intelligence ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!

Proceedings of the Second International Conference on Information Management and Machine Intelligence

Author : Dinesh Goyal
Publisher : Springer Nature
ISBN 13 : 9811596891
Total Pages : 751 pages
Book Rating : 4.8/5 (115 download)

DOWNLOAD NOW!

Book Synopsis Proceedings of the Second International Conference on Information Management and Machine Intelligence by : Dinesh Goyal

Download or read book Proceedings of the Second International Conference on Information Management and Machine Intelligence written by Dinesh Goyal and published by Springer Nature. This book was released on 2021-01-22 with total page 751 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features selected papers presented at Second International Conference on International Conference on Information Management & Machine Intelligence (ICIMMI 2020) held at Poornima Institute of Engineering & Technology, Jaipur, Rajasthan, India during 24 – 25 July 2020. It covers a range of topics, including data analytics; AI; machine and deep learning; information management, security, processing techniques and interpretation; applications of artificial intelligence in soft computing and pattern recognition; cloud-based applications for machine learning; application of IoT in power distribution systems; as well as wireless sensor networks and adaptive wireless communication.

Proceedings of the Third International Conference on Information Management and Machine Intelligence

Author : Dinesh Goyal
Publisher : Springer Nature
ISBN 13 : 9811920656
Total Pages : 640 pages
Book Rating : 4.8/5 (119 download)

DOWNLOAD NOW!

Book Synopsis Proceedings of the Third International Conference on Information Management and Machine Intelligence by : Dinesh Goyal

Download or read book Proceedings of the Third International Conference on Information Management and Machine Intelligence written by Dinesh Goyal and published by Springer Nature. This book was released on 2022-08-03 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features selected papers presented at Third International Conference on International Conference on Information Management and Machine Intelligence (ICIMMI 2021) held at Poornima Institute of Engineering & Technology, Jaipur, Rajasthan, India during 23 – 24 December 2021. It covers a range of topics, including data analytics; AI; machine and deep learning; information management, security, processing techniques and interpretation; applications of artificial intelligence in soft computing and pattern recognition; cloud-based applications for machine learning; application of IoT in power distribution systems; as well as wireless sensor networks and adaptive wireless communication.

Information Management and Machine Intelligence

Author : Dinesh Goyal
Publisher : Springer Nature
ISBN 13 : 9811549362
Total Pages : 658 pages
Book Rating : 4.8/5 (115 download)

DOWNLOAD NOW!

Book Synopsis Information Management and Machine Intelligence by : Dinesh Goyal

Download or read book Information Management and Machine Intelligence written by Dinesh Goyal and published by Springer Nature. This book was released on 2020-09-16 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features selected papers presented at the International Conference on Information Management and Machine Intelligence (ICIMMI 2019), held at the Poornima Institute of Engineering & Technology, Jaipur, Rajasthan, India, on December 14–15, 2019. It covers a range of topics, including data analytics; AI; machine and deep learning; information management, security, processing techniques and interpretation; applications of artificial intelligence in soft computing and pattern recognition; cloud-based applications for machine learning; application of IoT in power distribution systems; as well as wireless sensor networks and adaptive wireless communication.

Machine Learning and Knowledge Discovery for Engineering Systems Health Management

Author : Ashok N. Srivastava
Publisher : CRC Press
ISBN 13 : 1439841799
Total Pages : 489 pages
Book Rating : 4.4/5 (398 download)

DOWNLOAD NOW!

Book Synopsis Machine Learning and Knowledge Discovery for Engineering Systems Health Management by : Ashok N. Srivastava

Download or read book Machine Learning and Knowledge Discovery for Engineering Systems Health Management written by Ashok N. Srivastava and published by CRC Press. This book was released on 2016-04-19 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents state-of-the-art tools and techniques for automatically detecting, diagnosing, and predicting the effects of adverse events in an engineered system. It emphasizes the importance of these techniques in managing the intricate interactions within and between engineering systems to maintain a high degree of reliability. Reflecting the interdisciplinary nature of the field, the book explains how the fundamental algorithms and methods of both physics-based and data-driven approaches effectively address systems health management in application areas such as data centers, aircraft, and software systems.

Data Management in Machine Learning Systems

Author : Matthias Boehm
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681734974
Total Pages : 175 pages
Book Rating : 4.6/5 (817 download)

DOWNLOAD NOW!

Book Synopsis Data Management in Machine Learning Systems by : Matthias Boehm

Download or read book Data Management in Machine Learning Systems written by Matthias Boehm and published by Morgan & Claypool Publishers. This book was released on 2019-02-25 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large-scale data analytics using machine learning (ML) underpins many modern data-driven applications. ML systems provide means of specifying and executing these ML workloads in an efficient and scalable manner. Data management is at the heart of many ML systems due to data-driven application characteristics, data-centric workload characteristics, and system architectures inspired by classical data management techniques. In this book, we follow this data-centric view of ML systems and aim to provide a comprehensive overview of data management in ML systems for the end-to-end data science or ML lifecycle. We review multiple interconnected lines of work: (1) ML support in database (DB) systems, (2) DB-inspired ML systems, and (3) ML lifecycle systems. Covered topics include: in-database analytics via query generation and user-defined functions, factorized and statistical-relational learning; optimizing compilers for ML workloads; execution strategies and hardware accelerators; data access methods such as compression, partitioning and indexing; resource elasticity and cloud markets; as well as systems for data preparation for ML, model selection, model management, model debugging, and model serving. Given the rapidly evolving field, we strive for a balance between an up-to-date survey of ML systems, an overview of the underlying concepts and techniques, as well as pointers to open research questions. Hence, this book might serve as a starting point for both systems researchers and developers.

Data Mining

Author : Ian H. Witten
Publisher : Elsevier
ISBN 13 : 0080890369
Total Pages : 665 pages
Book Rating : 4.0/5 (88 download)

DOWNLOAD NOW!

Book Synopsis Data Mining by : Ian H. Witten

Download or read book Data Mining written by Ian H. Witten and published by Elsevier. This book was released on 2011-02-03 with total page 665 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Mining: Practical Machine Learning Tools and Techniques, Third Edition, offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning tools and techniques in real-world data mining situations. This highly anticipated third edition of the most acclaimed work on data mining and machine learning will teach you everything you need to know about preparing inputs, interpreting outputs, evaluating results, and the algorithmic methods at the heart of successful data mining. Thorough updates reflect the technical changes and modernizations that have taken place in the field since the last edition, including new material on Data Transformations, Ensemble Learning, Massive Data Sets, Multi-instance Learning, plus a new version of the popular Weka machine learning software developed by the authors. Witten, Frank, and Hall include both tried-and-true techniques of today as well as methods at the leading edge of contemporary research. The book is targeted at information systems practitioners, programmers, consultants, developers, information technology managers, specification writers, data analysts, data modelers, database R&D professionals, data warehouse engineers, data mining professionals. The book will also be useful for professors and students of upper-level undergraduate and graduate-level data mining and machine learning courses who want to incorporate data mining as part of their data management knowledge base and expertise. Provides a thorough grounding in machine learning concepts as well as practical advice on applying the tools and techniques to your data mining projects Offers concrete tips and techniques for performance improvement that work by transforming the input or output in machine learning methods Includes downloadable Weka software toolkit, a collection of machine learning algorithms for data mining tasks—in an updated, interactive interface. Algorithms in toolkit cover: data pre-processing, classification, regression, clustering, association rules, visualization

Artificial Intelligence for Information Management: A Healthcare Perspective

Author : K. G. Srinivasa
Publisher : Springer Nature
ISBN 13 : 9811604150
Total Pages : 332 pages
Book Rating : 4.8/5 (116 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence for Information Management: A Healthcare Perspective by : K. G. Srinivasa

Download or read book Artificial Intelligence for Information Management: A Healthcare Perspective written by K. G. Srinivasa and published by Springer Nature. This book was released on 2021-05-20 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the advancements in artificial intelligent techniques used in the well-being of human healthcare. It details the techniques used in collection, storage and analysis of data and their usage in different healthcare solutions. It also discusses the techniques of predictive analysis in early diagnosis of critical diseases. The edited book is divided into four parts – part A discusses introduction to artificial intelligence and machine learning in healthcare; part B highlights different analytical techniques used in healthcare; part C provides various security and privacy mechanisms used in healthcare; and finally, part D exemplifies different tools used in visualization and data analytics.

AI-empowered Knowledge Management

Author : Soumi Majumder
Publisher : Springer Nature
ISBN 13 : 9811903166
Total Pages : 126 pages
Book Rating : 4.8/5 (119 download)

DOWNLOAD NOW!

Book Synopsis AI-empowered Knowledge Management by : Soumi Majumder

Download or read book AI-empowered Knowledge Management written by Soumi Majumder and published by Springer Nature. This book was released on 2022-02-23 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is focused on AI-empowered knowledge management to improve processes, implementation of technology for providing easy access to knowledge and the impact of knowledge management to promote the platform for generation of new knowledge through continuous learning. The book discusses process of knowledge management which includes entirety of the creation, distribution, and maintenance of knowledge to achieve organizational objectives. It also covers knowledge management tools which enable and enhance knowledge creation, codification, and transfer within business firms thereby reducing the burden of work and allowing application of resources and effective usage towards practical tasks. An immense growth of artificial intelligence in business organizations has occurred and AI-empowered knowledge management practice is leading towards growth and development of the organization.

Handbook of Research on Artificial Intelligence and Knowledge Management in Asia’s Digital Economy

Author : Ordóñez de Pablos, Patricia
Publisher : IGI Global
ISBN 13 : 1668458500
Total Pages : 564 pages
Book Rating : 4.6/5 (684 download)

DOWNLOAD NOW!

Book Synopsis Handbook of Research on Artificial Intelligence and Knowledge Management in Asia’s Digital Economy by : Ordóñez de Pablos, Patricia

Download or read book Handbook of Research on Artificial Intelligence and Knowledge Management in Asia’s Digital Economy written by Ordóñez de Pablos, Patricia and published by IGI Global. This book was released on 2022-11-11 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) and knowledge management can create innovative digital solutions and business opportunities in Asia from circular and green economies to technological disruption, innovation, and smart cities. It is essential to understand the impact and importance of AI and knowledge management within the digital economy for future development and for fostering the best practices within 21st century businesses. The Handbook of Research on Artificial Intelligence and Knowledge Management in Asia’s Digital Economy offers conceptual frameworks, empirical studies, and case studies that help to understand the latest developments in artificial intelligence and knowledge management, as well as its potential for digital transformation and business opportunities in Asia. Covering topics such as augmented reality. Convolutional neural networks, and digital transformation, this major reference work generates enriching debate on the challenges and opportunities for economic growth and inclusion in the region among business executives and leaders, IT managers, policymakers, government officials, students and educators of higher education, researchers, and academicians.

Organizational and Technological Implications of Cognitive Machines: Designing Future Information Management Systems

Author : Nobre, Farley Simon
Publisher : IGI Global
ISBN 13 : 1605663034
Total Pages : 338 pages
Book Rating : 4.6/5 (56 download)

DOWNLOAD NOW!

Book Synopsis Organizational and Technological Implications of Cognitive Machines: Designing Future Information Management Systems by : Nobre, Farley Simon

Download or read book Organizational and Technological Implications of Cognitive Machines: Designing Future Information Management Systems written by Nobre, Farley Simon and published by IGI Global. This book was released on 2009-04-30 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book addresses the possible implications of cognitive machines for current and future organizations"--Provided by publisher.

Interactive Collaborative Information Systems

Author : Robert Babuška
Publisher : Springer Science & Business Media
ISBN 13 : 3642116876
Total Pages : 598 pages
Book Rating : 4.6/5 (421 download)

DOWNLOAD NOW!

Book Synopsis Interactive Collaborative Information Systems by : Robert Babuška

Download or read book Interactive Collaborative Information Systems written by Robert Babuška and published by Springer Science & Business Media. This book was released on 2010-04-21 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: The increasing complexity of our world demands new perspectives on the role of technology in human decision making. We need new technology to cope with the increasingly complex and information-rich nature of our modern society. This is particularly true for critical environments such as crisis management and traffic management, where humans need to engage in close collaborations with artificial systems to observe and understand the situation and respond in a sensible way. The book Interactive Collaborative Information Systems addresses techniques that support humans in situations in which complex information handling is required and that facilitate distributed decision-making. The theme integrates research from information technology, artificial intelligence and human sciences to obtain a multidisciplinary foundation from which innovative actor-agent systems for critical environments can emerge. It emphasizes the importance of building actor-agent communities: close collaborations between human and artificial actors that highlight their complementary capabilities in situations where task distribution is flexible and adaptive. This book focuses on the employment of innovative agent technology, advanced machine learning techniques, and cognition-based interface technology for the use in collaborative decision support systems.

New Perspectives in Information Systems and Technologies, Volume 1

Author : Álvaro Rocha
Publisher : Springer Science & Business Media
ISBN 13 : 3319059513
Total Pages : 606 pages
Book Rating : 4.3/5 (19 download)

DOWNLOAD NOW!

Book Synopsis New Perspectives in Information Systems and Technologies, Volume 1 by : Álvaro Rocha

Download or read book New Perspectives in Information Systems and Technologies, Volume 1 written by Álvaro Rocha and published by Springer Science & Business Media. This book was released on 2014-03-18 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a selection of articles from The 2014 World Conference on Information Systems and Technologies (WorldCIST'14), held between the 15th and 18th of April in Funchal, Madeira, Portugal, a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern Information Systems and Technologies research, technological development and applications. The main topics covered are: Information and Knowledge Management; Organizational Models and Information Systems; Intelligent and Decision Support Systems; Software Systems, Architectures, Applications and Tools; Computer Networks, Mobility and Pervasive Systems; Radar Technologies; Human-Computer Interaction; Health Informatics and Information Technologies in Education.

Smart Information Systems

Author : Frank Hopfgartner
Publisher : Springer
ISBN 13 : 3319141783
Total Pages : 378 pages
Book Rating : 4.3/5 (191 download)

DOWNLOAD NOW!

Book Synopsis Smart Information Systems by : Frank Hopfgartner

Download or read book Smart Information Systems written by Frank Hopfgartner and published by Springer. This book was released on 2015-01-14 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text presents an overview of smart information systems for both the private and public sector, highlighting the research questions that can be studied by applying computational intelligence. The book demonstrates how to transform raw data into effective smart information services, covering the challenges and potential of this approach. Each chapter describes the algorithms, tools, measures and evaluations used to answer important questions. This is then further illustrated by a diverse selection of case studies reflecting genuine problems faced by SMEs, multinational manufacturers, service companies, and the public sector. Features: provides a state-of-the-art introduction to the field, integrating contributions from both academia and industry; reviews novel information aggregation services; discusses personalization and recommendation systems; examines sensor-based knowledge acquisition services, describing how the analysis of sensor data can be used to provide a clear picture of our world.

AI and Data Analytics Applications in Organizational Management

Author : Merlo, Tereza Raquel
Publisher : IGI Global
ISBN 13 :
Total Pages : 347 pages
Book Rating : 4.3/5 (693 download)

DOWNLOAD NOW!

Book Synopsis AI and Data Analytics Applications in Organizational Management by : Merlo, Tereza Raquel

Download or read book AI and Data Analytics Applications in Organizational Management written by Merlo, Tereza Raquel and published by IGI Global. This book was released on 2024-02-07 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within information sciences and organizational management, a pressing challenge emerges; How can we harness the transformative power of artificial intelligence (AI) and data analytics? As industries grapple with a deluge of data and the imperative to make informed decisions swiftly, the gap between data collection and actionable insights widens. Professionals in various sectors are in a race to unlock AI's full potential to drive operational efficiency, enhance decision-making, and gain a competitive edge. However, navigating this intricate terrain, laden with ethical considerations and interdisciplinary complexity, has proven to be a formidable undertaking. AI and Data Analytics Applications in Organizational Management, combines rigorous scholarship with practicality. It traverses the spectrum from theoretical foundations to real-world applications, making it indispensable for those seeking to implement AI-driven data analytics in their organizations. Moreover, it delves into the ethical and societal dimensions of this revolution, ensuring that the journey toward innovation is paved with responsible considerations. For researchers, scholars, and practitioners yearning to unleash the potential of AI in organizational management, this book is the key to not only understanding the landscape but also charting a course toward transformative change.

Artificial Intelligence and Knowledge Management

Author : Akira Hanako
Publisher :
ISBN 13 : 9781682851821
Total Pages : 0 pages
Book Rating : 4.8/5 (518 download)

DOWNLOAD NOW!

Book Synopsis Artificial Intelligence and Knowledge Management by : Akira Hanako

Download or read book Artificial Intelligence and Knowledge Management written by Akira Hanako and published by . This book was released on 2016-05-24 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence and knowledge management have transformed the process of knowledge circulation and database management in different business enterprises and corporate organizations. Some of the significant topics discussed in the chapters of this book are AI planning strategies and tools, AI tools for information processing, data mining, knowledge-based systems, etc. It explores the innovative concepts and advancements in these emerging fields. The book is an invaluable source of knowledge for students and researchers involved in this field at various levels.

Innovation Through Information Systems

Author : Frederik Ahlemann
Publisher : Springer Nature
ISBN 13 : 3030867978
Total Pages : 786 pages
Book Rating : 4.0/5 (38 download)

DOWNLOAD NOW!

Book Synopsis Innovation Through Information Systems by : Frederik Ahlemann

Download or read book Innovation Through Information Systems written by Frederik Ahlemann and published by Springer Nature. This book was released on 2021-10-15 with total page 786 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the current state of research in information systems and digital transformation. Due to the global trend of digitalization and the impact of the Covid 19 pandemic, the need for innovative, high-quality research on information systems is higher than ever. In this context, the book covers a wide range of topics, such as digital innovation, business analytics, artificial intelligence, and IT strategy, which affect companies, individuals, and societies. This volume gathers the revised and peer-reviewed papers on the topic "Technology" presented at the International Conference on Information Systems, held at the University of Duisburg-Essen in 2021.

Information Management in Computer Integrated Manufacturing

Author : Heimo H. Adelsberger
Publisher : Springer Science & Business Media
ISBN 13 : 9783540602866
Total Pages : 696 pages
Book Rating : 4.6/5 (28 download)

DOWNLOAD NOW!

Book Synopsis Information Management in Computer Integrated Manufacturing by : Heimo H. Adelsberger

Download or read book Information Management in Computer Integrated Manufacturing written by Heimo H. Adelsberger and published by Springer Science & Business Media. This book was released on 1995-08-21 with total page 696 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a modern and attractive approach to computer integrated manufacturing (CIM) by stressing the crucial role of information management aspects. The 31 contributions contained constitute the final report on the EC Project TEMPUS No. 2609 aimed at establishing a new curriculum and regular education in the new field of information management in CIM at European universities. Much attention was paid to the style of writing and coverage of the important issues. Thus the book is particularly suited as a text for students and young scientists approaching CIM from different directions; at the same time, it is a comprehensive guide for industrial engineers in machine engineering, computer science, control engineering, artificial intelligence, production management, etc.